Web3 Entrepreneurship · MBA Programme Zishan A. Mohammad · March 2026
AI × Blockchain Convergence Map
TAO
Bittensor's token powering a $4B+ decentralised AI training network as of Q1 2026 — leading AI × blockchain example
Chapter Thesis
The convergence of AI, blockchain, and DePIN is not a trend — it is a new infrastructure layer that will reshape ownership, computation, and physical coordination.
Chapter 8 of 8 · Future of Web3
Key Takeaways
1
AI agents with on-chain wallets can autonomously execute transactions, participate in governance, and manage treasuries — creating new categories of non-human economic actors with legal ambiguity still unresolved.
Responsible innovation in Web3 requires addressing five ethical dimensions: extractive tokenomics, environmental impact, AI agent accountability, financial inclusion trade-offs, and regulatory engagement vs. avoidance.
Glossary
DePIN
Decentralised Physical Infrastructure Network; a protocol using token incentives to coordinate deployment and operation of real-world hardware (sensors, routers, compute, storage).
AI Agent
An autonomous software entity powered by an LLM that can perceive its environment, reason about it, and take actions — including on-chain transactions — without human instruction per action.
Verifiable Compute
Cryptographic proof that a computation was executed correctly without revealing inputs; enables trustless AI inference on decentralised networks — the key primitive for AI × blockchain.
60% Test
What is DePIN and what problem does it solve? How does AI change the governance of DAOs? What ethical responsibilities does a Web3 entrepreneur have toward retail token holders?